Probabilistic models and Monte Carlo objectives in generative modelling
<p>Generative modelling, i.e. learning probability distributions of interest, is a key and challenging problem in statistics and machine learning. With recent breakthroughs in deep learning, there have been remarkable advances in applying novel machine learning methods to solve generative mode...
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| Format: | Thesis |
| Language: | English |
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2023
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